Journal Papers

2025

  • S. Zheng, Z. Gao, F.-K. Sun, D. S. Boning, R. Rohrer, B. Yu, and M. D. F. Wong, “KirchhoffNet: End-to-End Analog Circuit Acceleration for ODE-Based Neural Networks,” submitted to IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems, June 2025. **
  • Z. Gao, J. Gu, L. Daniel, R. Rohrer, and D. Boning, “SPIPE: SPICE-Level Co-Simulation Program for Integrated Photonics and Electronics,” submitted to IEEE Trans. on Computer Aided Design of Integrated Circuits and Systems, June 2025. **
  • P. Ma, Z. Yin, Q. Jing, Z. Gao, N. Gangi, B. Zhang, T.-W. Huang, Z. Huang, D. Boning, Y. Yao, and J. Gu, “SP2RINT: Spatially-Decoupled Physics-Inspired ProgRessive INverse OpTimization for Scalable, PDE-Constrained Meta-Optical Neural Network Training,” submitted to APL Photonics, May 2025. **
  • F.-K. Sun, Y.-C. Wu, and D. S. Boning, “Simple Feedforward Neural Networks are Almost All You Need for Time Series Forecasting,” arXiv:2503.23621, March 2025. **
  • Z. Gao, K. Zha, T. Zhang, Z, Xue, and D. S. Boning, “REG: Rectified Gradient Guidance for Conditional Diffusion Models,” arXiv:2501.18865, Jan. 2025. **

2024

  • P. Ma, H. Yang, Z. Gao, D. Boning, and J. Gu, “PIC2O-Sim: A Physics-Inspired Causality-Aware Dynamic Convolutional Neural Operator for Ultra-Fast Photonic Device FDTD Simulation,” APL Photonics, vol. 10, no. 3, Mar. 2025. Also arXiv:2406.17810, June 2024. **
  • Z. Gao, Z. Zhang, Z. He, J. Gu, D. Z. Pan, and D. S. Boning, “Selecting Robust Silicon Photonic Designs after Bayesian Optimization without Extra Simulations,” submitted to Optics Express, May 2024. **
  • Z. Gao, X. Chen, Z. Zhang, U. Chakraborty, W. Bogaerts, and D. Boning, “Gradient-Based Power Efficient Functional Synthesis for Programmable Photonic Circuits,” accepted, Journal of Lightwave Technology, May 2024. **
  • U. Chakraborty, D. Boning, and C. Thompson, “Bound-constrained Expectation Maximization for Failure Mode Identification in Weibull Competing-risks Device Reliability,” submitted to IEEE Trans. on Device and Material Reliability, April 2024. **

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** Outgrowth of supervised student research